Avatar of 張哲魁.

張哲魁

Software Engineer
Design high performance software to solve real-world problems efficiently. Deal with huge data and process the data. Research complicated technique obstacles and propose novel approaches.
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Aemass
Logo of National Taiwan University.
National Taiwan University
Taipei, 台灣

Skills

Computer Vision
Computer Graphics
Machine Learning
CUDA

Languages

English
Intermediate

Work experiences

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Computer Vision Engineer

Aemass

Oct 2020 ~ Present
3D Reconstruction: 1. Reconstruct the dynamic 3D model in near real time. 2. Design custom CUDA functions that are 3x faster than the CUDA API. 3. Implement the nonlinear optimization problem which involves the math about Linear algebra and calculus. 4. Work with backend teams to push products to market and build QA pipelines. 3D Animation: 1. Skinning the 3D models and automatically animate the 3D models to the arbitrary pose.
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Thesis Work

National Taiwan University

Jul 2019 ~ Aug 2020
1 yr 2 mos
Title: 3D Human Body Generator and Cloth Generation 1. The project is my master thesis trying to solve virtual try-on problems. 2. Propose a lite model generating 3D human body which is suitable for web page and mobile device, and the running time is less than 1 ms. 3. Build the first pipeline for 3D cloth generation which can create proper training data for neural network, and the pipeline conforms to fashion industry. Video: https://www.youtube.com/watch?v=dVLWum9r-3k&ab_channel=Che-KueiChang
Logo of Wind Intelligence Corp.

Software Engineer, Tech Transfer

Wind Intelligence Corp

Apr 2019 ~ Jul 2019
4 mos
1. Detect the contour of the knee bone in X-ray and find the corresponding feature point from X-rays and 3D bone template. 2. Propose a graph algorithm to deform the template bone model to match the X-rays data. 3. The software can potentially save patients 100s of dollars and weeks of waiting for CT scan. The patient can receive their diagnosis as soon as taken X-rays. 4. We sold the software to Wind Intelligence Corp. as technology transfer.

Software Engineer, Summer Intern

Blacksmith Technology

Jul 2017 ~ Aug 2017
2 mos
1. Trace and debug the external project code, then analyze the data structures and running time of each code segment. 2. Detect the face in the digital image and map it onto the 3D avatar model. 3. Design the algorithm and speed up 50% running time.

Educations

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National Taiwan University

Master of Science (MS)
Master in Computer Science

2018 - 2020
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